WMT 2018

Introduced by Bojar et al. in Findings of the 2018 Conference on Machine Translation (WMT18)

WMT 2018 is a collection of datasets used in shared tasks of the Third Conference on Machine Translation. The conference builds on a series of twelve previous annual workshops and conferences on Statistical Machine Translation.

The conference featured ten shared tasks:

a news translation task,
a biomedical translation task,
a multimodal machine translation task,
a metrics task,
a quality estimation task,
an automatic post-editing task,
a parallel corpus filtering task.

Source: http://www.statmt.org/wmt18/

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Benchmarks

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Task	Dataset Variant	Best Model
Machine Translation	WMT 2018 Finnish-English	CT+B/S construction
Machine Translation	WMT 2018 English-Estonian	Multi-pass backtranslated adapted transformer
Machine Translation	WMT 2018 English-Finnish	Transformer trained on highly filtered data
Machine Translation	WMT 2018 Estonian-English	Multi-pass backtranslated adapted transformer
Translation deu-eng	newstest2018-deen	opus-mt-tc-base-gmw-gmw
Translation eng-deu	newstest2018-ende	opus-mt-tc-base-gmw-gmw